Windows部署Tensorflow

2019/11/07 Tensorflow
  1. Win10搭建Tensorflow Object Detection API

     pip install tensorflow==1.13.1
    
     安装依赖项:
     pip install --user Cython
     pip install --user contextlib2
     pip install --user pillow
     pip install --user lxml
     pip install --user jupyter
     pip install --user matplotlib
    
     https://github.com/protocolbuffers/protobuf/releases
     手动下载安装:protoc-3.0.0-win32.zip(把压缩包解压即可)
     把解压出来的整个文件夹拷贝至和 object_detection 同一级目录
     命令行运行:
     \models-master\research> ./protoc-3.0.0-win32/bin/protoc.exe object_detection/protos/*.proto --python_out=.
        
     添加环境变量:
     PYTHONPATH  models-master\reserch;models-master\reserch\slim
    
     命令行运行:
     \models-master\research> python object_detection/builders/model_builder_test.py
    
     命令行运行:
     \models-master\research\object_detection> jupyter notebook,则在浏览器启动了jupyter,点击选中object_detection_tutorial.ipynb文件直接运行
    
  2. object_detection/protos/*.proto: No such file or directory

    运行命令 protoc object_detection/protos/*.proto –python_out=. 时报错处理

     models文件夹下使用 shift+右键 的Windows powershe中使用以下命令可以全部编译:
     Get-ChildItem object_detection/protos/*.proto |Resolve-Path -Relative | %{protoc $_ --python_out=.}     
    

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